BoryVision Platform

BoryVision Platform | Bory Video AI Platform |

Bory's shared video AI platform that analyzes camera, CCTV, image, and video data with AI to recognize objects, behaviors, conditions, and events

 

BoryVision Platform is Bory's video AI platform that analyzes camera feeds, CCTV, images, video files, on-site footage, inspection images, and user-captured images with AI, and connects object recognition, image classification, object tracking, behavior analysis, pose analysis, OCR, anomaly detection, event generation, dashboards, and external system APIs.

 

Industrial sites, hospitals, unmanned stores, public facilities, exhibition halls, inspection rooms, kiosks, AR glasses, smart factories, and facility monitoring environments generate diverse video and image data. However, manually reviewing every video or classifying images by hand requires substantial time and cost and makes it difficult to apply consistent criteria.

 

BoryVision Platform processes video and image data into structures that AI can understand and provides a shared video AI engine that analyzes objects, people, behaviors, conditions, and anomalies for use across various products and solutions.

 

BoryVision Platform can be deployed as a standalone platform or integrated with Bory's video-based products, solutions, and platforms, including BorySafe Guard, BoryMed, BoryStoreTrack, BoryMediaWall, BoryLabQC, BoryTrack, BoryAR, and BORY Sense.

 

[Platform Implementation Inquiry][Consultation on Building a Video AI Platform][Video Analysis PoC Inquiry][Request a Proposal]

Platform Definition

BoryVision Platform is a shared platform that modularizes Bory's video and image AI technologies.

A product is a packaged offering delivered to a customer, a solution is a system built for the customer's environment, and a platform is a shared technology foundation from which multiple products and solutions can be created repeatedly.

 

BoryVision Platform provides the following capabilities in a unified platform architecture.

• Video Data Input
• Image Data Input
• Camera and CCTV Integration
• Object Recognition
• Object Detection
• Image Classification
• Object Tracking
• Behavior Analysis
• Pose and Skeleton Analysis
• Face Region and Gaze Direction Analysis
• OCR and Text Recognition
• Barcode and Label Recognition
• Region Segmentation
• Anomaly Detection
• Video Event Generation
• Edge AI Analysis
• Server-Based Video Analysis
• Video Analytics Dashboard
• External System API Integration

In other words, BoryVision Platform is Bory's shared video AI platform for “collecting, recognizing, analyzing, converting into events, and providing video and image data through dashboards and APIs.”

 

Customer Challenges

 

Video data is abundant, but it still requires manual review

Companies and institutions hold large volumes of video data, including CCTV footage, camera feeds, inspection images, on-site videos, and user-captured images.

However, most video data is used only for post-incident review or manual visual assessment by staff.

BoryVision Platform uses AI to perform first-pass analysis of videos and images and automatically extract the required objects, behaviors, and events, reducing repetitive manual review.

 

Existing CCTV systems remain focused on recording

CCTV systems are already installed at many sites, but they are often used mainly for simple recording and real-time viewing.

BoryVision Platform can connect existing CCTV or RTSP cameras to an AI analytics system and upgrade them into a video AI platform that analyzes workers, customers, patients, equipment, hazardous zones, products, specimens, and behavioral events.

 

It is difficult to apply consistent image assessment criteria

In tasks that require condition assessment, such as specimen images, product images, quality-inspection images, and field-captured images, judgments may differ depending on the staff member's experience.

BoryVision Platform organizes image-analysis criteria into AI models and dashboard structures, improving consistency in classification tasks and providing results that staff can review.

 

It is difficult to connect video analysis results to actual business processes

Even when an AI model recognizes objects, operational deployment requires event storage, notifications, dashboards, reports, APIs, and integration with existing systems.

BoryVision Platform provides data, event, screen, and API integration structures so video AI analysis results can be connected to customer business systems.

 

Camera environments and analysis objectives differ by site

Factories, hospitals, stores, inspection rooms, exhibition halls, and public facilities all differ in camera position, lighting, object size, movement, video quality, and analysis objectives.

BoryVision Platform is built on a shared video AI engine while allowing object recognition, tracking, behavior analysis, image classification, OCR, and event criteria to be adjusted for each customer site and Bory product use case.

 

Platform Overview

BoryVision Platform is Bory's shared video AI platform for collecting, analyzing, storing, and visualizing video and image data and integrating it with external systems.

 

The main components are as follows.

• Video Input Module
• Image Input Module
• Camera and CCTV Integration Module
• Video Preprocessing Module
• Object Recognition Module
• Image Classification Module
• Object tracking module
• Pose and Skeleton Analysis Module
• OCR and Label Recognition Module
• Segmentation Module
• Anomaly Detection Module
• Video Event Generation Module
• Video Analytics Database
• Administrator Dashboard
• Notification and Reporting Module
• External System API Integration Module

BoryVision Platform can be configured as edge-based, server-based, cloud-based, on-premises, or API-integrated according to the customer's environment.

 

Core Modules

 

1. Video Input and Camera Integration Module

This module receives camera feeds, CCTV, RTSP streams, video files, image files, and mobile-captured images and converts them into analyzable formats.

It can integrate with diverse input sources, including on-site cameras, existing CCTV, industrial cameras, webcams, smartphone cameras, and inspection equipment images.

 

Example applications include the following.

• CCTV Video Integration
• RTSP Camera Integration
• Real-Time Video Stream Collection
• Image File Upload Analysis
• Inspection Image Input
• Mobile-Captured Image Analysis
• Edge Camera Integration
• Server-Based Video Collection

 

2. Video Preprocessing Module

This module prepares videos and images for effective AI analysis.

It provides a foundation for improving video-analysis quality by accounting for site conditions such as lighting, resolution, noise, background, object size, camera angle, and color variation.

 

Example applications include the following.

• Video Resolution Adjustment
• Image Correction
• Lighting Correction
• Background Region Processing
• Object Region Extraction
• Frame Sampling
• Analysis Interval Configuration
• Image Quality Check

 

3. Object Recognition and Detection Module

This module recognizes people, vehicles, equipment, products, specimens, merchandise, tools, hazardous materials, signs, and specific objects in videos or images.

It is a core video AI capability used across Bory's products and solutions.

 

Example applications include the following.

• Worker Recognition
• Patient Recognition
• Customer Recognition
• Vehicle and Equipment Recognition
• Product and Display-Shelf Recognition
• Specimen Container Recognition
• Personal Protective Equipment Recognition
• Hazardous Material and Restricted-Zone Object Recognition

 

4. Image Classification Module

This module automatically classifies image data according to defined criteria.

Classification models can be configured around customer business criteria such as normal/abnormal, acceptable/unacceptable, good/caution/danger, product type, specimen condition, and quality grade.

 

Example applications include the following.

• Specimen Acceptability Classification
• Quality Inspection Image Classification
• Product Condition Classification
• On-Site Image Condition Classification
• Label Condition Classification
• Container Condition Classification
• Anomalous Image Classification
• Inspection Result Support Classification

 

5. Object Tracking Module

This module tracks the movement of people or objects in video.

It can analyze where an object appeared, the direction it moved, the area where it remained, and when it left.

 

Example applications include the following.

• Customer Traffic Analysis
• Worker Movement Tracking
• Hazardous-area access detection
• Patient Bed-Exit Analysis
• Analyze waiting and exit behavior at kiosks
• Exhibition Visitor Movement Analysis
• Multi-Camera Movement Flow Analysis
• Spatial Event Generation

 

6. Pose and Skeleton Analysis Module

This module analyzes major human joint positions and posture information to identify movement, posture, and behavior patterns.

It can be used for industrial safety, patient monitoring, rehabilitation, exercise analysis, education, interactive content, and AR services.

 

Example applications include the following.

• Patient Posture Analysis
• Fall-Risk Behavior Analysis
• Worker Abnormal-Behavior Analysis
• Hazardous Posture Detection
• Exercise and Rehabilitation Motion Analysis
• Media Wall Interaction
• User Gesture Recognition
• Educational Content Response Analysis

 

7. OCR, Label, and Barcode Recognition Module

This module recognizes text, labels, barcodes, numbers, signs, and notices in images or video.

It can be used in laboratories, logistics, quality management, field inspections, product recognition, and document image processing.

 

Example applications include the following.

• Specimen Label Recognition
• Barcode Recognition
• Equipment Number Recognition
• Product Label Recognition
• Sign Text Recognition
• Notice Image Processing
• Inspection Data Integration
• Document Image Analysis

 

8. Region Segmentation Module

This module separates and analyzes specific regions in images or video.

Beyond object-level detection, it can segment and analyze specimen regions, people, products, beds, liquid layers, defect regions, hazardous zones, and other detailed areas.

 

Example applications include the following.

• Specimen Region Segmentation
• Product Defect Region Extraction
• Bed Region Configuration
• Person Region Segmentation
• Background Removal
• Liquid Layer Analysis
• Hazardous-Zone Visualization
• Quality Inspection Region Analysis

 

9. Anomaly Detection Module

This module detects video or image conditions that differ from normal patterns as events.

Quality defects, hazardous behavior, abnormal movement, missing objects, intrusion, prolonged inactivity, boundary deviation, zone violations, and changes in color or shape can be detected according to customer-defined criteria.

 

Example applications include the following.

• Industrial-Site Hazardous Behavior Detection
• Patient Abnormal-Behavior Detection
• Customer Departure Detection
• Anomalous Specimen Image Detection
• Quality Defect Detection
• Abnormal Situation Detection Around Equipment
• Intrusion and Restricted-Area Detection
• Prolonged Inactivity Event Detection

 

10. Video Event Generation Module

This module converts AI analysis results into event data that can be used in actual operations.

Object recognition, tracking, OCR, and anomaly-detection results can be stored together with time, location, type, image, video clip, and processing status.

 

Example applications include the following.

• Risk Event Generation
• Customer Behavior Event Generation
• Patient Condition Event Generation
• Specimen Classification Event Generation
• Quality Inspection Event Generation
• Notification-Target Event Generation
• Event Storage for Reports
• Event Generation for External Systems

 

11. Video Analytics Dashboard Module

This module presents AI analysis results in screens that users can review.

Users can review video events, image-classification results, object tracking, anomalies, statistics, heat maps, reports, and notification history.

 

Example applications include the following.

• Industrial Safety Monitoring Screen
• Hospital Patient Monitoring Screen
• Unmanned Store Customer Analytics Screen
• Specimen Quality Management Dashboard
• Media Wall Operations Screen
• CCTV AI Analytics Screen
• Event Statistics Screen
• Administrator Report Screen

 

12. Video AI API Module

This API module connects BoryVision Platform analysis results to external systems.

It can integrate video AI capabilities with customers' existing apps, web services, monitoring systems, hospital systems, laboratory systems, kiosks, AR glasses, and digital twin systems.

 

Example applications include the following.

• CCTV Monitoring System Integration API
• Hospital Patient Monitoring API
• Unmanned Store Analytics API
• Specimen Classification API
• Kiosk User Recognition API
• Digital Twin Event API
• AR Recognition Integration API
• External Dashboard Integration API

 

Platform Deployment Models

 

Edge AI Type

A method that performs first-pass video analysis on a PC, industrial PC, board, or edge device near the camera.

It is suitable for environments where real-time performance is important or video data is difficult to transmit externally.

Example applications include the following.

• Hospital Bed Monitoring
• Industrial-Site Safety Analysis
• On-Site Analysis for Unmanned Stores
• User Recognition in Front of Kiosks
• Real-Time Event Detection by Camera

 

Server Analytics Type

A method that collects and analyzes data from multiple cameras or images on a central server.

It is suitable for environments requiring multi-camera analytics, integrated dashboards, reporting, and long-term data management.

Example applications include the following.

• Integrated Multi-CCTV Analytics
• Server Analysis of Inspection Images
• Customer Behavior Analysis by Store
• Integrated Ward Monitoring
• Factory Safety Monitoring Server Analytics

 

Cloud Model

A method that centrally manages video-analysis results from multiple branches, customers, and sites in the cloud.

It is suitable for franchises, multi-branch stores, SaaS video analytics services, and remote monitoring services.

 

On-Premises Model

For hospitals, public institutions, manufacturing plants, and security environments with limited external-network connectivity, the platform can be deployed on internal servers.

It is suitable for institutions that cannot easily transmit video information and personal data externally.

 

API Integration Model

A method that integrates through APIs with the customer's existing CCTV monitoring system, VMS, hospital system, laboratory system, kiosk, app, or web service.

Video AI analytics can be added while retaining the existing system.

 

Application Areas

 

Industrial Safety Video Analysis

Workers, protective equipment, hazardous zones, and conditions around machinery can be analyzed in factories, logistics centers, and smart factories.

When connected with BorySafe Guard Solution, it can be extended to PPE detection, hazardous-zone access detection, abnormal worker behavior analysis, and digital-twin monitoring.

 

Hospital Patient Monitoring

It can be used in hospital rooms and care facilities to analyze patient location, posture, activity level, the likelihood of leaving the bed, fall risk, and pressure-ulcer risk.

When integrated with BoryMed Solution, it can be expanded into a patient-safety AI monitoring system for individual beds.

 

Unmanned-Store Customer Behavior Analysis

Customer approach, movement, dwell time, and departure flows can be analyzed in unmanned stores, smart shops, pop-up stores, and showrooms.

When connected with BoryStoreTrack Solution, it can be extended to customer path analysis, areas of interest, waiting and abandonment in front of kiosks, and advertising-response analysis.

 

Specimen and Quality Image Assessment

It can be used as an image-based assessment system in clinical laboratories, research labs, and manufacturing quality-inspection sites.

When connected with BoryLabQC Solution, it can be extended to specimen image-based nonconformity assessment, label and barcode verification, and quality-management dashboard development.

 

Interactive Media Wall

Experiential content can be built in which on-screen graphics respond in real time by recognizing visitor faces, positions, and movements.

When connected with BoryMediaWall Solution, it can be used for interactive content in exhibitions, events, brand pop-ups, and promotional halls.

 

Kiosk User Recognition

It can analyze customer approach, stopping, departure, and screen-use status in front of kiosks.

When connected with BoryKiosk Solution, it can be extended to kiosk usability improvement, order-abandonment analysis, and accessibility UI assistance.

 

AR and XR Recognition

Images, objects, spaces, and user gestures can be recognized through a camera and connected to AR content display or XR interactions.

When integrated with BoryAR Solution and BoryXR Platform, it can be expanded to AR glasses, mobile AR, exhibition content, and on-site work guidance.

 

AI Accessibility and Lip-Reading Analysis

It can analyze face regions, lip movements, speaker locations, and conversational situations in video for caption generation and accessibility functions.

When integrated with BorySense Platform, BoryVoice Solution, and BoryGlass Solution, it can be expanded to lip-reading STT, real-time captions, and hearing assistance through AR glasses.

 

Integrated Products and Solutions

 

BoryVision Solution

It serves as the foundational platform for solutions that build video and image AI analytics tailored to customer environments.

 

BorySafe Guard Solution

It serves as a video AI engine for analyzing workers, personal protective equipment, hazardous zones, abnormal behavior, and risks around equipment at industrial sites.

 

BoryMed Solution

It serves as a video AI foundation for analyzing hospital patients' locations, postures, activity levels, fall risks, pressure-injury risks, and events around beds.

 

BoryStoreTrack Solution

It serves as the foundational platform for analyzing customer paths, dwell times, areas of interest, and departure flows in unmanned and smart stores.

 

BoryLabQC Solution

It serves as an image-classification foundation for analyzing specimen images, labels, barcodes, container condition, specimen volume, and color condition.

 

BoryMediaWall Solution

It serves as the foundational platform for recognizing visitors' faces, locations, and movements and connecting them to interactive media wall content.

 

BoryTrack Solution

It serves as a spatial recognition and tracking foundation for analyzing the positions, movements, dwell times, and zone entry and exit of people and objects.

 

BoryAR Solution

It serves as the foundational platform for recognizing images, objects, and spaces and performing AR content alignment and tracking.

 

BorySense Platform

It serves as a foundation for understanding faces, lip movements, and conversational situations in video and connecting them to captions, summaries, easy-to-understand explanations, and accessibility APIs.

 

Expected Benefits

 

Automation of Video Review Tasks

AI performs first-pass analysis of videos and images that previously required manual review, reducing repetitive checking tasks.

 

Use of Existing Camera Assets

AI analytics can be added using already-installed CCTV and cameras, reducing the burden of purchasing new equipment.

 

Establish a Shared Foundation for Diverse Products and Solutions

Based on BoryVision Platform, industrial safety, hospital monitoring, unmanned-store analytics, specimen classification, media walls, AR recognition, and accessibility services can be expanded rapidly.

 

Improve Operations Through Video Events

Objects, behaviors, locations, conditions, and anomalies can be stored as events and used for safety management, quality management, store operations, patient safety, and facility monitoring.

 

Commercialization Through Dashboards and APIs

Video AI analysis results can be delivered through dashboards, notifications, reports, and APIs and connected to actual customer business systems.

Flexible Edge, Server, and Cloud Deployment

Customers can choose edge, server, cloud, or on-premises analytics according to site conditions, enabling support for diverse customer environments.

 

Deployment Process

 

1. Requirements Review

Confirm the customer's video-analysis objectives, application area, camera configuration, analysis targets, existing systems, and security policies.

 

2. Video and Image Data Analysis

Video quality, image resolution, lighting, camera position, shooting angle, object size, occlusion, and data volume are analyzed.

 

3. Platform Architecture Design

Define the required modules among object recognition, image classification, tracking, OCR, pose analysis, anomaly detection, dashboards, and API integration.

 

4. PoC Development

Using a subset of video or image data, validate AI analysis feasibility, event generation, dashboard display, and API integration.

 

5. Platform Implementation

Build the AI analytics engine, database, event structure, dashboards, notifications, APIs, and access-control structure for the customer's environment.

 

6. Product and Solution Integration

Integrate the required products and solutions, including BorySafe Guard, BoryMed, BoryStoreTrack, BoryLabQC, BoryMediaWall, BoryTrack, BoryAR, and BorySense.

 

7. Operational Verification and Enhancement

Improve analysis accuracy, event criteria, screen configuration, notification rules, report formats, and API stability based on actual operational data.

 

What BoryVision Platform Can Deliver

• Build a Video AI Platform
• Build an Image AI Analytics Platform
• Build a CCTV AI Analytics Engine
• Build an Object Recognition and Detection Engine
• Build an Image Classification Engine
• Build an Object Tracking Engine
• Build a Pose and Skeleton Analysis Engine
• Build an OCR, Label, and Barcode Recognition Engine
• Region Segmentation Analysis
• Build an Anomaly Detection System
• Build a Video Event Generation System
• Build an Edge AI Video Analytics System
• Build a Server-Based Video Analytics Platform
• Build a Cloud-Based Video Analytics Platform
• Build a Video Analytics Dashboard
• Provide Video AI APIs
• Integrate Industrial Safety Video Analytics
• Integrate Hospital Patient Monitoring
• Integrate Unmanned Store Customer Analytics
• Integrate Specimen Image Classification
• Integrate AR and XR Recognition
• Integrate AI Accessibility and Lip-Reading Analysis

 

Implementation Inquiries

BoryVision Platform can be proposed as edge-based, server-based, cloud-based, on-premises, API-integrated, or product-and-solution integrated according to the customer's video and image data, camera environment, analysis objectives, existing systems, and security policies.

• Video AI Platform Adoption Inquiry
• CCTV AI Analytics Platform Inquiry
• Object Recognition and Tracking Platform Inquiry
• Image Classification and Quality Inspection AI Platform Inquiry
• OCR, Label, and Barcode Recognition Platform Inquiry
• Edge AI Video Analytics Inquiry
• Server-Based Video Analytics Platform Inquiry
• Hospital Patient Monitoring Video AI Inquiry
• Industrial Safety Video AI Inquiry
• Unmanned Store Customer Analytics Video AI Inquiry
• Specimen Image Classification AI Inquiry
• AR Recognition and Tracking Integration Inquiry
• Request a PoC Proposal

 

Important Information

BoryVision Platform is an AI-based video analytics platform that analyzes video and image data to recognize objects, behaviors, conditions, and events.

This platform is an analytics system that supports customer operations and does not guarantee complete recognition of every video or image situation or automatic detection of every anomaly.

 

Analysis results may vary depending on video quality, image resolution, lighting, camera position, shooting angle, object occlusion, data volume, training conditions, and the site environment.

When personal video information such as faces, bodies, behavior, location, or movement paths is stored or analyzed, prior consultation is required regarding privacy protection, video-surveillance system operating standards, on-site notices, consent procedures, and internal security policies.

 

By default, face analysis is designed for non-identifying purposes such as analyzing face regions, position, direction, and screen response rather than identifying individuals. If personal identification is required, separate legal and security review is necessary.

In fields requiring critical decisions, such as healthcare, industrial safety, security, and public monitoring, it is recommended that responsible staff review AI analysis results.

 

Before deployment, the analysis objectives, data-collection methods, camera positions, storage scope, personal-information processing criteria, connected systems, and operating standards must be reviewed in advance.

 

Related Products, Solutions, and Platforms

 

Related Product

• BorySafe Guard / Bory Digital Twin Industrial Safety AI Monitoring Package
• BoryMed Monitor / Bory Hospital Patient AI Monitoring Device
• BoryStoreTrack / Unmanned Store Customer Tracking Package
• BoryMediaWall Package / Bory Media Wall Package
• BoryLabQC / Bory AI Specimen Quality Classification Package
• BoryGlass Gov / Lip-Reading STT Barrier-Free AI Civil-Service Consultation Package
• BoryKiosk / Bory Barrier-Free AI Kiosk

 

Related Solution

• BoryVision Solution / Bory Video and Image AI Analysis Solution
• BorySafe Guard Solution / Bory AR and Digital Twin Industrial Safety Solution
• BoryMed Solution / Bory Hospital Patient Safety AI Monitoring Solution
• BoryStoreTrack Solution / Bory Unmanned Store AI Tracking Solution
• BoryLabQC Solution / Bory AI Unsuitable Specimen Classification Solution
• BoryMediaWall Solution / Bory Interactive Media Wall Solution
• BoryTrack Solution / Bory Spatial Recognition and Object Tracking Solution
• BoryAR Solution / Bory AR Recognition and Tracking Solution
• BORY Sense Solution / Bory AI Video Understanding and Conversational Accessibility Solution

 

Related Platform

• BORY AI Platform / Bory Artificial Intelligence Platform
• BoryTrack Platform or BoryTrack Solution Integration Architecture
• BoryXR Platform / Bory AR and XR Platform
• BorySafe Platform / Bory Industrial Safety Platform
• BoryMed Platform / Bory Medical and Healthcare Platform
• BorySensor Platform / Bory Sensor and IoT Platform
• BoryData Platform / Bory Data Analytics Platform
• BorySense Platform / Bory AI Video Understanding and Conversational Accessibility Platform

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BORY.ai Key Services Overview

Bory Co., Ltd. develops products, solutions, platforms, and services for industrial, medical, public-sector, healthcare, and barrier-free applications based on AI technologies involving speech, language, video, sensors, and data.

Below are the main representative domains currently operated or being prepared by Bory Co., Ltd. 

 

Primary Domain	Service/Brand	Description
bory.ai	BORY.ai	The official AI brand website of Bory Co., Ltd., serving as the company’s main website for the integrated presentation of its products, solutions, platforms, and services
borysense.com	BORY SENSE	An AI-powered hearing assistance platform that supports communication for people with hearing disabilities and older adults through real-time captioning, lip-reading AI, and AR glasses integration
borytalk.com	BORY TALK	A web-based conversational AI chatbot service designed for civil service inquiries, consultations, information guidance, and customer support
borykiosk.com	BORY KIOSK	A barrier-free AI kiosk service for older adults and people with disabilities, featuring voice guidance, captioning, and easy-to-use interfaces
boryservice.com	BORY SERVICE	A service portal introducing Bory’s AI services and custom-built AI offerings for industrial, public-sector, and everyday applications
borysong.com	BORY SONG	A music AI service that supports AI-powered composition, music generation, and sound content production